Search Results for author: Yule Duan

Found 5 papers, 4 papers with code

Exploring the Low-Pass Filtering Behavior in Image Super-Resolution

1 code implementation13 May 2024 Haoyu Deng, Zijing Xu, Yule Duan, Xiao Wu, Wenjie Shu, Liang-Jian Deng

In this paper, we attempt to interpret the behavior of deep neural networks in ISR using theories from the field of signal processing.

Image Super-Resolution

Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening

2 code implementations CVPR 2024 Yule Duan, Xiao Wu, Haoyu Deng, Liang-Jian Deng

In this paper, we introduce a so-called content-adaptive non-local convolution (CANConv), a novel method tailored for remote sensing image pansharpening.

Pansharpening

Tensor Decomposition Based Attention Module for Spiking Neural Networks

1 code implementation23 Oct 2023 Haoyu Deng, Ruijie Zhu, Xuerui Qiu, Yule Duan, Malu Zhang, LiangJian Deng

Then, in AMC, we exploit the inverse procedure of the tensor decomposition process to combine the three tensors into the attention map using a so-called connecting factor.

Tensor Decomposition

TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks

1 code implementation21 Jun 2022 Rui-Jie Zhu, Malu Zhang, Qihang Zhao, Haoyu Deng, Yule Duan, Liang-Jian Deng

Given the critical role of attention mechanisms in enhancing neural network performance, the integration of SNNs and attention mechanisms exhibits potential to deliver energy-efficient and high-performance computing paradigms.

Image Classification Image Generation

Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning

no code implementations22 Dec 2018 Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo

However, a major challenge of GE is how to choose proper neighbors for graph construction and explore the spatial information of HSI data.

Classification Dimensionality Reduction +3

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